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title FlyPython - Python Learning Resources
description A curated collection of Python learning resources including tutorials, books, courses, and best practices for developers at all levels.
layout default
lang en
permalink /

🐍 FlyPython

python.flypython.com

Github Top 45

Python News

  • python official
  • medium
  • reddit
    • python
    • learn python
    • python tips
    • python coding

Python for LLM

  • Python for AI and Machine Learning
  • LangChain Python Documentation
  • OpenAI Python Library
  • Building LLM Applications with Python

Python Books

Beginner

  • 《Python Crash Course: A Hands-On, Project-Based Introduction to Programming for begainners》 (3rd Edition, 2023)

    • ※※※※※
    • Amazon
  • 《STARTING OUT WITH PYTHON (4TH EDITION)》

    • ※※※※※
    • Amazon
  • 《Automate the Boring Stuff with Python: Practical Programming for Total Beginners》 (2nd Edition)

    • ※※※※※
    • Free Online | Amazon
  • 《Python Cookbook: Recipes for Mastering Python 3》

    • ※※※※※
    • Amazon

Modern Python (2023-2024)

  • 《Effective Python: 90 Specific Ways to Write Better Python》 (2nd Edition)

    • ※※※※※
    • Amazon
  • 《Clean Code in Python》

    • ※※※※※
    • Amazon

Course

Beginer

  • Python for Everybody
  • Python 3 Programming

Data Science

matplotlib

  • AnatomyOfMatplotlib

Python Learning Resources

📚 Quick Navigation:

  1. Python News
  2. Python for LLM
  3. Python Books
  4. Course
  5. Data Science
  6. Algorithm
  7. Guide
  8. Structure
  9. List
  10. Class
  11. Web Scraping
  12. Automation
  13. Bot
  14. Spreadsheet
  15. Finance
  16. Blockchain
  17. Video Synthesizer
  18. Performance
  19. Django
  20. Flask & Code Quality
  21. NumPy
  22. NashPy
  23. Markov Process
  24. Data Analysis
  25. Get Started

Recommended Learning

A) REST APIs: REST APIs with Flask and Python in 2024 - Complete Course [Professional Flask Development with Modern Tools]

B) Financial Analysis: The 2024 Guide to Using YFinance with Python for Stock Analysis [Modern Python Finance Tools]


Algorithm

  • Interactive Python coding interview challenges (algorithms and data structures)
  • Algorithms: Minimal examples of data structures and algorithms in Python
  • Pygorithm: A fun way to learn all major Python algorithms

Guide

  • wtfPython: A collection of interesting, subtle, and tricky Python snippets

Structure

  • Python Packaging User Guide: Creating a Project
  • Real Python: Python Modules and Packages

List

  • Python List Comprehension Tutorial
  • Beginner's Guide To List Comprehensions In Python

Class

  • Enriching Your Python Classes With Dunder (Magic, Special) Methods

Web Scraping

  • Web Scraping With Python: Scrapy, SQL, Matplotlib To Gain Web Data Insights
  • Advanced Web Scraping: Bypassing "403 Forbidden," captchas, and more
  • Mastering Python Web Scraping: Get Your Data Back

Automation

  • Wedding at Scale: How I Used Twilio, Python and Google to Automate My Wedding
  • How I used Python to find interesting people to follow on Medium

Bot

  • Making a Reddit + Facebook Messenger Bot
  • My open source Instagram bot (written in Python) got me 2,500 real followers for $5 in server costs

Spreadsheet

  • Python Excel Tutorial: The Definitive Guide
  • Data Analysis with Python in Excel
  • Google Sheets and Python

Finance

  • The 2024 Guide to Using YFinance with Python for Stock Analysis
  • Quantitative Trading with Python: Analyzing Financial Data
  • Navigating Financial Data with Python and Alpha Vantage in 2024
  • Intro and Getting Stock Price Data - Python Programming for Finance p.1 - Sentdex
  • Analyzing Cryptocurrency Markets Using Python

Blockchain

  • Learn Blockchains by Building One
  • Let’s Build the Tiniest Blockchain

Video Synthesizer

  • Building a Video Synthesizer in Python

Performance

  • A million requests per second with Python
  • Yes, Python is Slow, and I Don’t Care
  • Memoization in Python: How to Cache Function Results – Dan Bader

Django

  • A Complete Beginner's Guide to Django - Part 1
  • Build a REST API with Django – A Test Driven Approach: Part 1

Flask & Code Quality

  • Flake8 Error Codes Documentation
  • REST APIs with Flask and Python in 2024
  • Developing RESTful APIs with Python and Flask
  • REST APIs with Flask and Python - Complete Guide

NumPy

  • From Python to Numpy
  • Exploring Line Lengths in Python Packages

NashPy

  • Nashpy - Tutorial: building and finding the equilibrium for a simple game

Markov Process

  • Simulating Chutes & Ladders in Python

Data Analysis

  • Exploring United States Policing Data Using Python
  • Analyzing 1000+ Greek Wines With Python
  • How to Generate FiveThirtyEight Graphs in Python
  • Playing with 80 Million Amazon Product Review Ratings Using Apache Spark with Python
  • Fast GeoSpatial Analysis in Python
  • Planet: Understanding the Amazon from Space, 1st Place Winner's Interview

Get Started

  • Learning Python: From Zero to Hero
  • A List of Non Trivial Python Exercises
  • API Design: Think First, Code Later
  • The Hitchhiker’s Guide to Machine Learning in Python
  • How to learn Python programming: 6 experienced Python developers share their learning tips
  • you can find out How Did Python Become A Data Science Powerhouse?
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